{"id":"W4319841695","doi":"10.1177/02637758221148733","title":"Experiments in peripheral urbanization: Building and unbuilding commons in urban India","year":2023,"lang":"en","type":"article","venue":"Environment and Planning D Society and Space","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Commons; Urbanization; Politics; Sociology; Legitimacy; Autonomy; Right to the city; Urban studies; Economic growth; Political science; Law; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002519433,0.00008667303,0.0001087637,0.00002548838,0.0003031073,0.00006849752,0.00004453734,0.0000976014,0.00002054901],"category_scores_gemma":[0.00001137219,0.00008944461,0.00001444252,0.0001376264,0.0001463104,0.0001990031,0.00006378129,0.000137227,7.210941e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000053401,"about_ca_system_score_gemma":0.000008707518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002861941,"about_ca_topic_score_gemma":0.0000276671,"domain_scores_codex":[0.9993344,0.00004496169,0.00008932773,0.0001824404,0.0001262279,0.000222644],"domain_scores_gemma":[0.9998219,0.00004266966,0.00003389938,0.00004327728,0.000001415266,0.00005682132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003309468,0.000004771855,0.8611421,0.000006106735,0.000004532874,0.000006904149,0.1358204,0.0001837642,0.0002608638,0.0008507497,0.00155261,0.0001639191],"study_design_scores_gemma":[0.0005023322,0.00002118695,0.9327617,0.00007973393,0.000003851209,8.813717e-7,0.03780302,0.000673052,0.00008703888,0.0003921395,0.02749161,0.0001834989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974512,0.001272087,0.00002738826,0.000661083,0.00005286341,0.00008942982,0.000002833953,0.00001864772,0.0004243973],"genre_scores_gemma":[0.9972752,0.001621551,0.0004206756,0.0001015265,0.00008088943,0.000005395244,0.000005753404,0.000006478082,0.00048256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09801736,"threshold_uncertainty_score":0.3647445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414742575675325,"score_gpt":0.257443260214881,"score_spread":0.2432958344581277,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}